{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from myutils import *\n",
    "from scipy.stats import norm\n",
    "from hduq.cgh import *\n",
    "from hduq.spadeutils import ThinLens, jinc\n",
    "from hduq.tools.gifshow import gifshow"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# def ThinLens(U_input):\n",
    "#     Ny, Nx = U_input.shape\n",
    "#     N = max(Nx, Ny)\n",
    "#     U_pad = np.zeros((N, N), dtype=complex)\n",
    "\n",
    "#     start_y = (N - Ny) // 2\n",
    "#     start_x = (N - Nx) // 2\n",
    "#     U_pad[start_y : start_y + Ny, start_x : start_x + Nx] = U_input\n",
    "\n",
    "#     U_focal_pad = np.fft.fftshift(np.fft.fft2(np.fft.ifftshift(U_pad)))\n",
    "#     U_focal = U_focal_pad[start_y : start_y + Ny, start_x : start_x + Nx]\n",
    "\n",
    "#     return U_focal"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# imshow_ = lambda arr: imshow(min_max_normalize(arr, 0, 5000), colorbar=False, figsize=(10, 5.625), pillow=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 11/11 [00:04<00:00,  2.33it/s]\n"
     ]
    }
   ],
   "source": [
    "cgh = CGH(103, quiet=True)\n",
    "\n",
    "cghs = []\n",
    "\n",
    "def s(n):\n",
    "    return 2 * 103 * np.sin(2*np.pi * 0.2 * n)\n",
    "\n",
    "for s_ in tqdm([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]):\n",
    "    cgh.clear_modes()\n",
    "\n",
    "    cgh.add_modes(HG(0, s_, x_shift=0, y_shift=0), 500, 0)\n",
    "    # cgh.add_modes(HG(0, 1, x_shift=0, y_shift=s_), 500, 150)\n",
    "    # cgh.add_modes(HG(0, 2, x_shift=0, y_shift=s_), 700, 150)\n",
    "    # cgh.add_modes(HG(0, 3, x_shift=0, y_shift=s_), 300, 0)\n",
    "    # cgh.add_modes(HG(0, 4, x_shift=0, y_shift=s_), 500, 0)\n",
    "    # cgh.add_modes(HG(0, 5, x_shift=0, y_shift=s_), 700, 0)\n",
    "    # cgh.add_modes(HG(0, 6, x_shift=0, y_shift=s_), 300, -150)\n",
    "    # cgh.add_modes(HG(0, 7, x_shift=0, y_shift=s_), 500, -150)\n",
    "    # cgh.add_modes(HG(0, 8, x_shift=0, y_shift=s_), 700, -150)\n",
    "\n",
    "    cghs.append(cgh.result())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "x, y = fast_meshgrid(1920, 1080, 8)\n",
    "\n",
    "def U_prime(cgh_result, sigma=103):\n",
    "    circ_psf = 1 / (2*np.sqrt(np.pi*sigma**2)) * jinc(np.sqrt(x**2 + y**2) / sigma)\n",
    "    gaus_psf = 1/np.sqrt(2*np.pi*sigma**2) * np.exp(- (x**2 + y**2) / (4*sigma**2))\n",
    "    uniform_psf = np.ones(shape=(1080, 1920))\n",
    "    return circ_psf * np.exp(1j * min_max_normalize(cgh_result, 0, 2*np.pi))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 11/11 [00:04<00:00,  2.46it/s]\n"
     ]
    }
   ],
   "source": [
    "result = []\n",
    "\n",
    "for cgh_ in tqdm(cghs):\n",
    "    result.append(np.abs(ThinLens(U_prime(cgh_)))**2)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# imshow(min_max_normalize(np.array(result)[0, 150:900, 210:710]) * 2000, colorbar=False, figsize=(10, 10), title='GausPSF', save='gaus.svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/gif": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "gifshow(np.array(result)[:, 380+40:710-50, 400:520], fps=30, gray=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 149,
   "metadata": {},
   "outputs": [],
   "source": [
    "code(gifshow)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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